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一种用于分析严重联合免疫缺陷(SCID)筛查成本效益的马尔可夫模型。

A Markov model to analyze cost-effectiveness of screening for severe combined immunodeficiency (SCID).

机构信息

Department of Health Sciences, College of Health and Rehabilitation Sciences: Sargent College, Boston University, Boston, MA 02215, USA.

出版信息

Mol Genet Metab. 2011 Nov;104(3):383-9. doi: 10.1016/j.ymgme.2011.07.007. Epub 2011 Jul 12.

Abstract

OBJECTIVE

To evaluate the cost-effectiveness of universal neonatal screening for T cell lymphocytopenia in enhancing quality of life and life expectancy for children with severe combined immunodeficiency (SCID).

METHODS

Decision trees were created and analyzed to estimate the cost, life years, and quality adjusted life years (QALYs) across a population when universal screening for lack of T cells is used to detect SCID, as implemented in five states, compared to detection based on recognizing symptoms and signs of disease. Terminal values of each tree limb were derived through Markov models simulating the natural history of three cohorts: unaffected subjects; those diagnosed with SCID as neonates (early diagnosis); and those diagnosed after becoming symptomatic and arousing clinical suspicion (late diagnosis). Models considered the costs of screening and of care including hematopoietic cell transplantation for affected individuals. Key decision variables were derived from the literature and from a survey of families with children affected by SCID, which was used to describe the clinical history and healthcare utilization for affected subjects. Sensitivity analyses were conducted to explore the influence of these decision variables.

RESULTS

Over a 70-year time horizon, the average cost per infant was $8.89 without screening and $14.33 with universal screening. The model predicted that universal screening in the U.S. would cost approximately $22.4 million/year with a gain of 880 life years and 802 QALYs. Sensitivity analyses showed that screening test specificity and disease incidence were critical driving forces affecting the incremental cost-effectiveness ratio (ICER). Assuming a SCID incidence of 1/75,000 births and test specificity and sensitivity each at 0.99, screening remained cost-effective up to a maximum cost of $15 per infant screened.

CONCLUSION

At our current estimated screening cost of $4.22/infant, universal screening for SCID would be a cost effective means to improve quality and duration of life for children with SCID.

摘要

目的

评估 T 细胞淋巴细胞减少症的新生儿普遍筛查在提高严重联合免疫缺陷症(SCID)患儿生活质量和预期寿命方面的成本效益。

方法

创建并分析决策树,以估算在五个州实施普遍缺乏 T 细胞筛查以检测 SCID 的情况下,与基于识别疾病症状和体征的检测相比,人群的成本、寿命和质量调整生命年(QALY)。每个树支的末端值是通过模拟三个队列的自然史的马尔可夫模型得出的:未受影响的个体;新生儿诊断为 SCID(早期诊断)的个体;以及出现症状并引起临床怀疑(晚期诊断)的个体。模型考虑了筛查和护理的成本,包括受影响个体的造血细胞移植。关键决策变量源自文献和对受 SCID 影响的儿童家庭的调查,用于描述受影响个体的临床病史和医疗保健利用情况。进行敏感性分析以探讨这些决策变量的影响。

结果

在 70 年的时间范围内,不进行筛查的每个婴儿的平均成本为 8.89 美元,进行普遍筛查的成本为 14.33 美元。该模型预测,在美国进行普遍筛查每年将花费约 2240 万美元,可增加 880 个寿命年和 802 个 QALY。敏感性分析表明,筛查测试的特异性和疾病发生率是影响增量成本效益比(ICER)的关键驱动因素。假设 SCID 的发病率为每 75000 例出生 1 例,测试的特异性和敏感性分别为 0.99,那么在筛查成本最高为 15 美元/婴儿的情况下,筛查仍具有成本效益。

结论

在我们目前估计的 4.22 美元/婴儿的筛查成本下,对 SCID 进行普遍筛查将是提高 SCID 患儿生活质量和延长寿命的一种具有成本效益的方法。

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